Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9596610 0.8704600 0.3054212
bt 0.9651816 0.8571429 0.7177299
maxnet 0.9069249 0.6779661 NA
gam 0.9465375 0.7820823 0.4495820
glm 0.9097337 0.6796610 0.3367121

Variable Importance

Partial Dependence